2025 "kv cache reduction" Papers

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Paper Type

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Improving Model Representation and Reducing KV Cache via Skip Connections with First Value Heads

Zhoutong Wu, Yuan Zhang, Yiming Dong et al.

NeurIPS 2025posterarXiv:2510.16807

QSVD: Efficient Low-rank Approximation for Unified Query-Key-Value Weight Compression in Low-Precision Vision-Language Models

Yutong Wang, Haiyu Wang, Sai Qian Zhang

NeurIPS 2025spotlightarXiv:2510.16292
1
citations

TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model

Cheng Yang, Yang Sui, Jinqi Xiao et al.

CVPR 2025posterarXiv:2503.18278
20
citations

Zebra-Llama: Towards Extremely Efficient Hybrid Models

Mingyu Yang, Mehdi Rezagholizadeh, Guihong Li et al.

NeurIPS 2025posterarXiv:2505.17272
6
citations